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Commit 3354a5c3 authored by Tor-Einar Skog's avatar Tor-Einar Skog
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add method replaceNULLS in WeatherUtil

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src/main/java/no/nibio/vips/util/WeatherUtil.java
+ 29
− 0
View file @ 3354a5c3
...@@ -35,6 +35,9 @@ import java.util.PriorityQueue; ...@@ -35,6 +35,9 @@ import java.util.PriorityQueue;
import java.util.Set; import java.util.Set;
import java.util.TimeZone; import java.util.TimeZone;
import java.util.stream.Collectors; import java.util.stream.Collectors;
import org.renjin.repackaged.guava.collect.Maps;
import no.nibio.vips.entity.WeatherObservation; import no.nibio.vips.entity.WeatherObservation;
import no.nibio.vips.model.ConfigValidationException; import no.nibio.vips.model.ConfigValidationException;
...@@ -1723,4 +1726,30 @@ public class WeatherUtil { ...@@ -1723,4 +1726,30 @@ public class WeatherUtil {
{ {
return millimeters / 25.4; return millimeters / 25.4;
} }
/**
* Given two lists of weather data; attempts to fill holes in destination with values for same timestamp from source
* @param destination
* @param source
* @return list of weather observations with fewer holes (hopefully)
*/
public List<WeatherObservation> replaceNULLs(List<WeatherObservation> destination, List<WeatherObservation> source) throws WeatherObservationListException
{
Map<Date, WeatherObservation> mappedSource = Maps.uniqueIndex(source, WeatherObservation::getTimeMeasured);
for(WeatherObservation obs:destination)
{
if(obs.getValue() == null)
{
// Check that source and dest are of the same parameter
if(!mappedSource.get(obs.getTimeMeasured()).getElementMeasurementTypeId().equals(obs.getElementMeasurementTypeId()))
{
throw new WeatherObservationListException("ERROR: Trying to add value from obs of parameter " + obs.getElementMeasurementTypeId() + " into obs of parameter " + mappedSource.get(obs.getTimeMeasured()).getElementMeasurementTypeId());
}
obs.setValue(mappedSource.get(obs.getTimeMeasured()).getValue());
}
}
return destination;
}
} }
src/test/java/no/nibio/vips/ipmdecisions/DataTransformerTest.java
+ 1
− 1
View file @ 3354a5c3
...@@ -112,7 +112,7 @@ public class DataTransformerTest extends TestCase { ...@@ -112,7 +112,7 @@ public class DataTransformerTest extends TestCase {
weatherData.addLocationWeatherData(lwd); weatherData.addLocationWeatherData(lwd);
System.out.println(mapper.writeValueAsString(weatherData)); //System.out.println(mapper.writeValueAsString(weatherData));
return weatherData; return weatherData;
} }
......
src/test/java/no/nibio/vips/util/WeatherUtilTest.java
+ 55
− 26
View file @ 3354a5c3
...@@ -115,7 +115,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -115,7 +115,7 @@ public class WeatherUtilTest extends TestCase {
{ {
System.out.println("testCutTrailingHourlyValues"); System.out.println("testCutTrailingHourlyValues");
WeatherUtil instance = new WeatherUtil(); WeatherUtil instance = new WeatherUtil();
List<WeatherObservation> TM = this.getObservations("/weatherDataTestCutTrailing.json"); List<WeatherObservation> TM = this.getObservations("/weatherDataTestCutTrailing.json", false);
List<WeatherObservation> result = instance.cutTrailingHourlyValues(TM, TimeZone.getTimeZone("Europe/Oslo")); List<WeatherObservation> result = instance.cutTrailingHourlyValues(TM, TimeZone.getTimeZone("Europe/Oslo"));
assertEquals(216, result.size()); assertEquals(216, result.size());
} }
...@@ -125,7 +125,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -125,7 +125,7 @@ public class WeatherUtilTest extends TestCase {
try { try {
System.out.println("testCheckForAndFixHourlyTimeSeriesHoles"); System.out.println("testCheckForAndFixHourlyTimeSeriesHoles");
// Testing with TM values firrst // Testing with TM values firrst
List<WeatherObservation> seriesWithHoles = this.getObservations("/weatherDataWithHoles.json"); List<WeatherObservation> seriesWithHoles = this.getObservations("/weatherDataWithHoles.json", false);
WeatherUtil wUtil = new WeatherUtil(); WeatherUtil wUtil = new WeatherUtil();
List<WeatherObservation> result = wUtil.checkForAndFixHourlyTimeSeriesHoles(seriesWithHoles); List<WeatherObservation> result = wUtil.checkForAndFixHourlyTimeSeriesHoles(seriesWithHoles);
/*for(WeatherObservation o:result) /*for(WeatherObservation o:result)
...@@ -134,7 +134,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -134,7 +134,7 @@ public class WeatherUtilTest extends TestCase {
}*/ }*/
assertEquals(48,result.size()); assertEquals(48,result.size());
// Testing with RR values - should be calculated to 0 // Testing with RR values - should be calculated to 0
seriesWithHoles = this.getObservations("/weatherDataWithHolesRR.json"); seriesWithHoles = this.getObservations("/weatherDataWithHolesRR.json", false);
result = wUtil.checkForAndFixHourlyTimeSeriesHoles(seriesWithHoles); result = wUtil.checkForAndFixHourlyTimeSeriesHoles(seriesWithHoles);
/*for(WeatherObservation o:result) /*for(WeatherObservation o:result)
{ {
...@@ -151,7 +151,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -151,7 +151,7 @@ public class WeatherUtilTest extends TestCase {
try { try {
System.out.println("testBosnianData"); System.out.println("testBosnianData");
// Testing with TM values first // Testing with TM values first
List<WeatherObservation> allData = this.getObservations("/bosniandata.json"); List<WeatherObservation> allData = this.getObservations("/bosniandata.json", false);
List<WeatherObservation> TM = new ArrayList<WeatherObservation>(); List<WeatherObservation> TM = new ArrayList<WeatherObservation>();
for(WeatherObservation obs:allData) for(WeatherObservation obs:allData)
{ {
...@@ -176,7 +176,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -176,7 +176,7 @@ public class WeatherUtilTest extends TestCase {
try { try {
System.out.println("testSwedishData"); System.out.println("testSwedishData");
// Testing with TM values first // Testing with TM values first
List<WeatherObservation> allData = this.getObservations("/swedishData.json"); List<WeatherObservation> allData = this.getObservations("/swedishData.json", false);
List<WeatherObservation> TM = new ArrayList<WeatherObservation>(); List<WeatherObservation> TM = new ArrayList<WeatherObservation>();
for(WeatherObservation obs:allData) for(WeatherObservation obs:allData)
{ {
...@@ -201,7 +201,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -201,7 +201,7 @@ public class WeatherUtilTest extends TestCase {
try { try {
System.out.println("testFixHourlyValuesForParameters"); System.out.println("testFixHourlyValuesForParameters");
// Testing first with data with RR present in both ends // Testing first with data with RR present in both ends
List<WeatherObservation> allData = this.getObservations("/swedishData.json"); List<WeatherObservation> allData = this.getObservations("/swedishData.json", false);
WeatherUtil wUtil = new WeatherUtil(); WeatherUtil wUtil = new WeatherUtil();
Set<String> paramNames = new HashSet(Arrays.asList("TM", "UM","RR")); Set<String> paramNames = new HashSet(Arrays.asList("TM", "UM","RR"));
Calendar cal = Calendar.getInstance(TimeZone.getTimeZone("Europe/Stockholm")); Calendar cal = Calendar.getInstance(TimeZone.getTimeZone("Europe/Stockholm"));
...@@ -215,12 +215,12 @@ public class WeatherUtilTest extends TestCase { ...@@ -215,12 +215,12 @@ public class WeatherUtilTest extends TestCase {
assertEquals(271*3,result.size()); assertEquals(271*3,result.size());
// Testing with data where RR is missing at the end // Testing with data where RR is missing at the end
allData = this.getObservations("/swedishData_1.json"); allData = this.getObservations("/swedishData_1.json", false);
result = wUtil.fixHourlyValuesForParameters(allData, paramNames, cal.getTime(),null); result = wUtil.fixHourlyValuesForParameters(allData, paramNames, cal.getTime(),null);
assertEquals(270*3,result.size()); assertEquals(270*3,result.size());
// Testing with data where RR is "accidentally" added at the end // Testing with data where RR is "accidentally" added at the end
allData = this.getObservations("/swedishData_2.json"); allData = this.getObservations("/swedishData_2.json", false);
result = wUtil.fixHourlyValuesForParameters(allData, paramNames, cal.getTime(),null); result = wUtil.fixHourlyValuesForParameters(allData, paramNames, cal.getTime(),null);
assertEquals(296*3,result.size()); assertEquals(296*3,result.size());
...@@ -240,7 +240,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -240,7 +240,7 @@ public class WeatherUtilTest extends TestCase {
*/ */
public void testGetAggregatedDailyValues() { public void testGetAggregatedDailyValues() {
System.out.println("getAggregatedDailyValues"); System.out.println("getAggregatedDailyValues");
List<WeatherObservation> allObservations = this.getObservations("/weatherData.json"); List<WeatherObservation> allObservations = this.getObservations("/weatherData.json", false);
List<WeatherObservation> TM = new ArrayList<WeatherObservation>(); List<WeatherObservation> TM = new ArrayList<WeatherObservation>();
for(WeatherObservation obs:allObservations) for(WeatherObservation obs:allObservations)
{ {
...@@ -282,7 +282,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -282,7 +282,7 @@ public class WeatherUtilTest extends TestCase {
assertEquals(expMax, maxResults.get(0).getValue()); assertEquals(expMax, maxResults.get(0).getValue());
// Testing with weather data that is in DST transition (from winter to summer time) // Testing with weather data that is in DST transition (from winter to summer time)
allObservations = this.getObservations("/alnarp_dst_transition.json"); allObservations = this.getObservations("/alnarp_dst_transition.json", false);
TM = new ArrayList<WeatherObservation>(); TM = new ArrayList<WeatherObservation>();
for(WeatherObservation obs:allObservations) for(WeatherObservation obs:allObservations)
{ {
...@@ -307,7 +307,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -307,7 +307,7 @@ public class WeatherUtilTest extends TestCase {
public void testCalculateLeafWetnessHourSeriesBestEffort() public void testCalculateLeafWetnessHourSeriesBestEffort()
{ {
System.out.println("testCalculateLeafWetnessHourSeriesBestEffort"); System.out.println("testCalculateLeafWetnessHourSeriesBestEffort");
List<WeatherObservation> allObservations = this.getObservations("/weatherDataLeafWetnessCalc.json"); List<WeatherObservation> allObservations = this.getObservations("/weatherDataLeafWetnessCalc.json", false);
List<WeatherObservation> TM = new ArrayList<WeatherObservation>(); List<WeatherObservation> TM = new ArrayList<WeatherObservation>();
List<WeatherObservation> UM = new ArrayList<WeatherObservation>(); List<WeatherObservation> UM = new ArrayList<WeatherObservation>();
List<WeatherObservation> FM2 = new ArrayList<WeatherObservation>(); List<WeatherObservation> FM2 = new ArrayList<WeatherObservation>();
...@@ -409,23 +409,23 @@ public class WeatherUtilTest extends TestCase { ...@@ -409,23 +409,23 @@ public class WeatherUtilTest extends TestCase {
{ {
TimeZone tz = TimeZone.getTimeZone("Europe/Oslo"); TimeZone tz = TimeZone.getTimeZone("Europe/Oslo");
System.out.println("testFindFirstHoleInObservationSeries"); System.out.println("testFindFirstHoleInObservationSeries");
List<WeatherObservation> TM = this.getObservations("/JSONWeatherDataTMDailyComplete.json"); List<WeatherObservation> TM = this.getObservations("/JSONWeatherDataTMDailyComplete.json", false);
WeatherUtil instance = new WeatherUtil(); WeatherUtil instance = new WeatherUtil();
assertNull(instance.findFirstHoleInObservationSeries(TM, WeatherObservation.LOG_INTERVAL_ID_1D,tz)); assertNull(instance.findFirstHoleInObservationSeries(TM, WeatherObservation.LOG_INTERVAL_ID_1D,tz));
TM = this.getObservations("/JSONWeatherDataTMDailyFaulty.json"); TM = this.getObservations("/JSONWeatherDataTMDailyFaulty.json", false);
Date result = instance.findFirstHoleInObservationSeries(TM, WeatherObservation.LOG_INTERVAL_ID_1D,tz); Date result = instance.findFirstHoleInObservationSeries(TM, WeatherObservation.LOG_INTERVAL_ID_1D,tz);
System.out.println("Found hole here: " + result); System.out.println("Found hole here: " + result);
assertNotNull(result); assertNotNull(result);
// TEST hourly data // TEST hourly data
TM = this.getObservations("/weatherDataWithoutHolesRR.json"); TM = this.getObservations("/weatherDataWithoutHolesRR.json", false);
result = instance.findFirstHoleInObservationSeries(TM, WeatherObservation.LOG_INTERVAL_ID_1H,tz); result = instance.findFirstHoleInObservationSeries(TM, WeatherObservation.LOG_INTERVAL_ID_1H,tz);
if(result != null) if(result != null)
System.out.println("Found hole here: " + result); System.out.println("Found hole here: " + result);
assertNull(result); assertNull(result);
TM = this.getObservations("/weatherDataWithHolesRR.json"); TM = this.getObservations("/weatherDataWithHolesRR.json", false);
result = instance.findFirstHoleInObservationSeries(TM, WeatherObservation.LOG_INTERVAL_ID_1H,tz); result = instance.findFirstHoleInObservationSeries(TM, WeatherObservation.LOG_INTERVAL_ID_1H,tz);
System.out.println("Found hole here: " + result); System.out.println("Found hole here: " + result);
assertNotNull(result); assertNotNull(result);
...@@ -442,7 +442,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -442,7 +442,7 @@ public class WeatherUtilTest extends TestCase {
List<WeatherObservation> UM = new ArrayList<WeatherObservation>(); List<WeatherObservation> UM = new ArrayList<WeatherObservation>();
List<WeatherObservation> faultySeries = this.getObservations("/weatherDataFaultyUnequalSize.json"); List<WeatherObservation> faultySeries = this.getObservations("/weatherDataFaultyUnequalSize.json", false);
for(WeatherObservation o:faultySeries) for(WeatherObservation o:faultySeries)
{ {
...@@ -486,7 +486,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -486,7 +486,7 @@ public class WeatherUtilTest extends TestCase {
UM.removeAll(UM); UM.removeAll(UM);
RR.removeAll(RR); RR.removeAll(RR);
faultySeries = this.getObservations("/weatherDataFaultyUnequalStart.json"); faultySeries = this.getObservations("/weatherDataFaultyUnequalStart.json", false);
for(WeatherObservation o:faultySeries) for(WeatherObservation o:faultySeries)
{ {
...@@ -511,7 +511,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -511,7 +511,7 @@ public class WeatherUtilTest extends TestCase {
fail("Method should have thrown exception"); fail("Method should have thrown exception");
} }
catch(WeatherObservationListException ex) { catch(WeatherObservationListException ex) {
System.out.println(ex.getMessage()); //System.out.println(ex.getMessage());
// This means that the method works as expected // This means that the method works as expected
} }
...@@ -521,7 +521,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -521,7 +521,7 @@ public class WeatherUtilTest extends TestCase {
UM.removeAll(UM); UM.removeAll(UM);
RR.removeAll(RR); RR.removeAll(RR);
faultySeries = this.getObservations("/weatherDataFaultyUnequalEnd.json"); faultySeries = this.getObservations("/weatherDataFaultyUnequalEnd.json", false);
for(WeatherObservation o:faultySeries) for(WeatherObservation o:faultySeries)
{ {
...@@ -546,7 +546,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -546,7 +546,7 @@ public class WeatherUtilTest extends TestCase {
fail("Method should have thrown exception"); fail("Method should have thrown exception");
} }
catch(WeatherObservationListException ex) { catch(WeatherObservationListException ex) {
System.out.println(ex.getMessage()); //System.out.println(ex.getMessage());
// This means that the method works as expected // This means that the method works as expected
} }
...@@ -556,7 +556,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -556,7 +556,7 @@ public class WeatherUtilTest extends TestCase {
UM.removeAll(UM); UM.removeAll(UM);
RR.removeAll(RR); RR.removeAll(RR);
faultySeries = this.getObservations("/weatherDataNotFaulty.json"); faultySeries = this.getObservations("/weatherDataNotFaulty.json", false);
for(WeatherObservation o:faultySeries) for(WeatherObservation o:faultySeries)
{ {
...@@ -588,7 +588,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -588,7 +588,7 @@ public class WeatherUtilTest extends TestCase {
public void testRemoveDuplicateWeatherObservations() public void testRemoveDuplicateWeatherObservations()
{ {
System.out.println("testRemoveDuplicateWeatherObservations()"); System.out.println("testRemoveDuplicateWeatherObservations()");
List<WeatherObservation> faultySeries = this.getObservations("/weatherDataWithDuplicates.json"); List<WeatherObservation> faultySeries = this.getObservations("/weatherDataWithDuplicates.json", false);
WeatherUtil instance = new WeatherUtil(); WeatherUtil instance = new WeatherUtil();
...@@ -622,7 +622,7 @@ public class WeatherUtilTest extends TestCase { ...@@ -622,7 +622,7 @@ public class WeatherUtilTest extends TestCase {
public void testGetLastObservations() public void testGetLastObservations()
{ {
System.out.println("testGetLastObservations"); System.out.println("testGetLastObservations");
List<WeatherObservation> obs = this.getObservations("/weatherDataNotFaulty.json"); List<WeatherObservation> obs = this.getObservations("/weatherDataNotFaulty.json", false);
WeatherUtil instance = new WeatherUtil(); WeatherUtil instance = new WeatherUtil();
List<WeatherObservation> result = instance.getLastObservations(obs, "Q0", 5); List<WeatherObservation> result = instance.getLastObservations(obs, "Q0", 5);
assertEquals(5, result.size()); assertEquals(5, result.size());
...@@ -638,7 +638,7 @@ public void testGetLastObservations() ...@@ -638,7 +638,7 @@ public void testGetLastObservations()
public void testGetFirstObservations() public void testGetFirstObservations()
{ {
System.out.println("testGetLastObservations"); System.out.println("testGetLastObservations");
List<WeatherObservation> obs = this.getObservations("/weatherDataNotFaulty.json"); List<WeatherObservation> obs = this.getObservations("/weatherDataNotFaulty.json", false);
WeatherUtil instance = new WeatherUtil(); WeatherUtil instance = new WeatherUtil();
List<WeatherObservation> result = instance.getFirstObservations(obs, "Q0", 5); List<WeatherObservation> result = instance.getFirstObservations(obs, "Q0", 5);
assertEquals(5, result.size()); assertEquals(5, result.size());
...@@ -663,6 +663,28 @@ public void testGetFahrenheitFromCelciusAndViceVersa() ...@@ -663,6 +663,28 @@ public void testGetFahrenheitFromCelciusAndViceVersa()
assertEquals(expResult, result); assertEquals(expResult, result);
} }
public void testReplaceNULLs()
{
System.out.println("testReplaceNULLs");
try {
List<WeatherObservation> sourceData = this.getObservations("/replaceNULLtestSource.json", false);
List<WeatherObservation> destinationData = this.getObservations("/replaceNULLtestDestination.json", false);
System.out.println(destinationData.get(0).toString());
WeatherUtil instance = new WeatherUtil();
List<WeatherObservation> result = instance.replaceNULLs(destinationData, sourceData);
Collections.sort(result);
//System.out.println(result.get(0).toString());
assertNull(result.get(0).getValue());
assertNotNull(result.get(1).getValue());
}
catch(WeatherObservationListException ex)
{
fail(ex.getMessage());
}
//fail();
}
/** /**
* Test of normalizeToExactDate method, of class WeatherUtil. * Test of normalizeToExactDate method, of class WeatherUtil.
* *
...@@ -678,7 +700,7 @@ public void testGetFahrenheitFromCelciusAndViceVersa() ...@@ -678,7 +700,7 @@ public void testGetFahrenheitFromCelciusAndViceVersa()
fail("The test case is a prototype."); fail("The test case is a prototype.");
}*/ }*/
private List<WeatherObservation> getObservations(String fileName) private List<WeatherObservation> getObservations(String fileName, Boolean DEBUG)
{ {
try try
{ {
...@@ -708,8 +730,15 @@ public void testGetFahrenheitFromCelciusAndViceVersa() ...@@ -708,8 +730,15 @@ public void testGetFahrenheitFromCelciusAndViceVersa()
observation.setTimeMeasured(timeMeasured); observation.setTimeMeasured(timeMeasured);
observation.setLogIntervalId(node.get("logIntervalId").asInt()); observation.setLogIntervalId(node.get("logIntervalId").asInt());
observation.setElementMeasurementTypeId(node.get("elementMeasurementTypeId").asText()); observation.setElementMeasurementTypeId(node.get("elementMeasurementTypeId").asText());
observation.setValue(node.get("value").asDouble()); observation.setValue(node.get("value").isNumber() ? node.get("value").asDouble() : null);
observations.add(observation); observations.add(observation);
if(DEBUG)
{
if(observation.getElementMeasurementTypeId().equals("TM"))
{
System.out.println(node.get("value").asText() + " is DOUBLE? " + node.get("value").isDouble());
}
}
} }
} }
......
src/test/resources/replaceNULLtestDestination.json 0 → 100644
+ 3
− 0
View file @ 3354a5c3
[
{"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-14T22:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-14T23:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T00:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T01:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T02:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T03:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T04:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T05:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T06:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T07:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T08:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T09:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T10:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T11:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T12:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T13:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T14:00:00Z", "value": null}, {"elementMeasurementTypeId": "BT", "logIntervalId": 1, "timeMeasured": "2024-05-15T15:00:00Z", "value": null}, 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]
src/test/resources/replaceNULLtestSource.json 0 → 100644
+ 3
− 0
View file @ 3354a5c3
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